Combined microRNA expression profiles with CK18-Asp396 fragment level scoring model had a higher potential of NASH prediction compared to other risk biomarkers (AUROC = 0.83, 95% CI = 0.754–0.908; p<0.001). The gene discussed is KRT18; the disease is metabolic dysfunction-associated steatohepatitis.